Ensemble Learning

What is AdaBoost Algorithm? AdaBoost, short for Adaptive Boosting, is one of the earliest and most influential ensemble learning algorithms in machine learning. It was introduced by Yoav Freund and…

Data Mining
Data Science and AI
Machine Learning
Research Algorithms

Random Forest Algorithm

November 15, 2025
Arun Prakasam

What is Random Forest? Random Forest is an ensemble learning method for classification and regression that builds a collection (a “forest”) of decision trees and combines their predictions to produce…

Data Mining
Data Science and AI
Machine Learning

Gradient Boosting Algorithm

November 10, 2025
Arun Prakasam

Gradient Boosting is one of those rare ideas in machine learning that’s both simple at its core and remarkably powerful in practice. From credit scoring and click-through prediction to anomaly…

Adaptive Boost Algorithm in Machine Learning

Random Forest Algorithm

Gradient Boosting Algorithm

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